{"id":"W1995671471","doi":"10.1039/c1ib00053e","title":"Limitations of conventional inhibitor classifications","year":2011,"lang":"en","type":"article","venue":"Integrative Biology","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Mount Saint Vincent University; Carleton University","funders":"","keywords":"Nova scotia; SAINT; Library science; Classics; Medicine; Art history; History; Computer science; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001991825,0.00008480304,0.0001286406,0.0001429579,0.00004794652,0.000008234996,0.0004219438,0.00005178412,0.00005017557],"category_scores_gemma":[0.0004160671,0.00006746266,0.00008071211,0.0002984915,0.0002327548,0.0001941279,0.00009241712,0.00008966538,0.00004755484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002697043,"about_ca_system_score_gemma":0.0001555906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002474938,"about_ca_topic_score_gemma":0.00001938476,"domain_scores_codex":[0.9990822,0.0002630641,0.0002581335,0.0002219802,0.00007017994,0.0001044438],"domain_scores_gemma":[0.9984924,0.0007810263,0.0001378899,0.0002140549,0.0003377555,0.00003692859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005343528,0.00009744881,0.0007739993,0.000001076658,0.00002355782,3.568717e-7,0.001080662,0.00001069541,0.003725125,0.9829504,0.0002699737,0.01106139],"study_design_scores_gemma":[0.0004089858,0.0004394981,0.09549612,0.00002491942,0.00001247246,0.00001288697,0.0005224009,0.01911,0.04981914,0.8246116,0.009287796,0.000254208],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01892052,0.00005869617,0.9638826,0.000412276,0.0004180316,0.00009963535,0.00002434237,0.0000433936,0.01614054],"genre_scores_gemma":[0.7608646,0.000007637541,0.2389002,0.00006671077,0.00002338701,0.00002894592,0.00001686481,0.000002636422,0.00008904905],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.741944,"threshold_uncertainty_score":0.2751047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2505537772994891,"score_gpt":0.3489044726311202,"score_spread":0.0983506953316311,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}